Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 430 |
| Missing cells | 4199 |
| Missing cells (%) | 25.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 131.1 KiB |
| Average record size in memory | 312.3 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 10 |
| Boolean | 18 |
Age is highly correlated with BMI and 2 other fields | High correlation |
BMI is highly correlated with Age and 2 other fields | High correlation |
Height is highly correlated with Age and 2 other fields | High correlation |
Weight is highly correlated with Age and 2 other fields | High correlation |
AlvaradoScore is highly correlated with PediatricAppendicitisScore and 2 other fields | High correlation |
PediatricAppendicitisScore is highly correlated with AlvaradoScore and 1 other fields | High correlation |
BodyTemp is highly correlated with CRPEntry | High correlation |
WBCCount is highly correlated with AlvaradoScore and 1 other fields | High correlation |
NeutrophilPerc is highly correlated with AlvaradoScore and 2 other fields | High correlation |
CRPEntry is highly correlated with BodyTemp | High correlation |
Age is highly correlated with Height and 1 other fields | High correlation |
BMI is highly correlated with Weight | High correlation |
Height is highly correlated with Age and 1 other fields | High correlation |
Weight is highly correlated with Age and 2 other fields | High correlation |
AlvaradoScore is highly correlated with PediatricAppendicitisScore and 2 other fields | High correlation |
PediatricAppendicitisScore is highly correlated with AlvaradoScore and 1 other fields | High correlation |
WBCCount is highly correlated with AlvaradoScore and 1 other fields | High correlation |
NeutrophilPerc is highly correlated with AlvaradoScore and 2 other fields | High correlation |
Age is highly correlated with Height and 1 other fields | High correlation |
BMI is highly correlated with Weight | High correlation |
Height is highly correlated with Age and 1 other fields | High correlation |
Weight is highly correlated with Age and 2 other fields | High correlation |
AlvaradoScore is highly correlated with PediatricAppendicitisScore and 2 other fields | High correlation |
PediatricAppendicitisScore is highly correlated with AlvaradoScore | High correlation |
WBCCount is highly correlated with AlvaradoScore | High correlation |
NeutrophilPerc is highly correlated with AlvaradoScore | High correlation |
Enteritis is highly correlated with PathLymphNodes | High correlation |
MesentricLymphadenitis is highly correlated with PathLymphNodes | High correlation |
SurroundingTissueReaction is highly correlated with DiagnosisByCriteria | High correlation |
PathLymphNodes is highly correlated with Enteritis and 1 other fields | High correlation |
AppendixWallLayers is highly correlated with TissuePerfusion and 1 other fields | High correlation |
TissuePerfusion is highly correlated with AppendixWallLayers and 3 other fields | High correlation |
AppendixOnSono is highly correlated with AppendixWallLayers and 2 other fields | High correlation |
Peritonitis is highly correlated with Ileus and 1 other fields | High correlation |
Ileus is highly correlated with Peritonitis | High correlation |
DiagnosisByCriteria is highly correlated with SurroundingTissueReaction and 3 other fields | High correlation |
Kokarde is highly correlated with TissuePerfusion and 1 other fields | High correlation |
LowerAbdominalPainRight is highly correlated with TissuePerfusion | High correlation |
Age is highly correlated with BMI and 3 other fields | High correlation |
BMI is highly correlated with Age and 1 other fields | High correlation |
Height is highly correlated with Age and 1 other fields | High correlation |
Weight is highly correlated with Age and 2 other fields | High correlation |
AlvaradoScore is highly correlated with PediatricAppendicitisScore and 2 other fields | High correlation |
PediatricAppendicitisScore is highly correlated with AlvaradoScore and 7 other fields | High correlation |
AppendixOnSono is highly correlated with AppendixDiameter and 4 other fields | High correlation |
AppendixDiameter is highly correlated with AppendixOnSono and 3 other fields | High correlation |
MigratoryPain is highly correlated with PediatricAppendicitisScore | High correlation |
LowerAbdominalPainRight is highly correlated with PediatricAppendicitisScore | High correlation |
CoughingPain is highly correlated with PediatricAppendicitisScore | High correlation |
Nausea is highly correlated with PediatricAppendicitisScore | High correlation |
AppetiteLoss is highly correlated with PediatricAppendicitisScore | High correlation |
WBCCount is highly correlated with NeutrophilPerc and 3 other fields | High correlation |
NeutrophilPerc is highly correlated with AlvaradoScore and 4 other fields | High correlation |
KetonesInUrine is highly correlated with BowelWallThick | High correlation |
ErythrocytesInUrine is highly correlated with Ileus | High correlation |
CRPEntry is highly correlated with WBCCount and 2 other fields | High correlation |
Peritonitis is highly correlated with AlvaradoScore and 3 other fields | High correlation |
AppendixWallLayers is highly correlated with PathLymphNodes | High correlation |
Kokarde is highly correlated with AppendixOnSono and 2 other fields | High correlation |
TissuePerfusion is highly correlated with Age and 3 other fields | High correlation |
SurroundingTissueReaction is highly correlated with AppendixOnSono and 4 other fields | High correlation |
PathLymphNodes is highly correlated with AppendixWallLayers and 2 other fields | High correlation |
MesentricLymphadenitis is highly correlated with PathLymphNodes and 1 other fields | High correlation |
BowelWallThick is highly correlated with KetonesInUrine and 1 other fields | High correlation |
Ileus is highly correlated with AppendixDiameter and 3 other fields | High correlation |
FecalImpaction is highly correlated with Meteorism | High correlation |
Meteorism is highly correlated with FecalImpaction | High correlation |
Enteritis is highly correlated with AppendixOnSono and 2 other fields | High correlation |
DiagnosisByCriteria is highly correlated with AppendixOnSono and 6 other fields | High correlation |
AppendixDiameter has 164 (38.1%) missing values | Missing |
PsoasSign has 37 (8.6%) missing values | Missing |
NeutrophilPerc has 45 (10.5%) missing values | Missing |
KetonesInUrine has 123 (28.6%) missing values | Missing |
ErythrocytesInUrine has 123 (28.6%) missing values | Missing |
WBCInUrine has 123 (28.6%) missing values | Missing |
CRPEntry has 6 (1.4%) missing values | Missing |
Dysuria has 19 (4.4%) missing values | Missing |
Stool has 6 (1.4%) missing values | Missing |
FreeFluids has 17 (4.0%) missing values | Missing |
AppendixWallLayers has 288 (67.0%) missing values | Missing |
Kokarde has 280 (65.1%) missing values | Missing |
TissuePerfusion has 375 (87.2%) missing values | Missing |
SurroundingTissueReaction has 250 (58.1%) missing values | Missing |
PathLymphNodes has 265 (61.6%) missing values | Missing |
MesentricLymphadenitis has 292 (67.9%) missing values | Missing |
BowelWallThick has 342 (79.5%) missing values | Missing |
Ileus has 361 (84.0%) missing values | Missing |
FecalImpaction has 356 (82.8%) missing values | Missing |
Meteorism has 323 (75.1%) missing values | Missing |
Enteritis has 389 (90.5%) missing values | Missing |
CRPEntry has 93 (21.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-05 13:10:55.208625 |
|---|---|
| Analysis finished | 2022-10-05 13:12:00.366407 |
| Duration | 1 minute and 5.16 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 407 |
|---|---|
| Distinct (%) | 95.1% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.36898297 |
| Minimum | 0.03559206023 |
|---|---|
| Maximum | 17.87268994 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 0.03559206023 |
|---|---|
| 5-th percentile | 5.11156742 |
| Q1 | 9.338809035 |
| median | 11.52908966 |
| Q3 | 13.92402464 |
| 95-th percentile | 16.76728268 |
| Maximum | 17.87268994 |
| Range | 17.83709788 |
| Interquartile range (IQR) | 4.585215606 |
Descriptive statistics
| Standard deviation | 3.421575431 |
|---|---|
| Coefficient of variation (CV) | 0.3009570373 |
| Kurtosis | 0.181485357 |
| Mean | 11.36898297 |
| Median Absolute Deviation (MAD) | 2.291581109 |
| Skewness | -0.5335179803 |
| Sum | 4865.924709 |
| Variance | 11.70717843 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.19849418 | 3 | 0.7% |
| 14.62286105 | 2 | 0.5% |
| 11.47980835 | 2 | 0.5% |
| 15.21423682 | 2 | 0.5% |
| 7.211498973 | 2 | 0.5% |
| 15.32375086 | 2 | 0.5% |
| 15.81382615 | 2 | 0.5% |
| 12.50924025 | 2 | 0.5% |
| 9.237508556 | 2 | 0.5% |
| 16.78302533 | 2 | 0.5% |
| Other values (397) | 407 |
| Value | Count | Frequency (%) |
| 0.03559206023 | 1 | |
| 0.08213552361 | 1 | |
| 0.5338809035 | 1 | |
| 1.727583847 | 1 | |
| 2.132785763 | 1 | |
| 2.633812457 | 1 | |
| 3.192334018 | 1 | |
| 3.326488706 | 1 | |
| 3.367556468 | 1 | |
| 3.567419576 | 1 |
| Value | Count | Frequency (%) |
| 17.87268994 | 1 | |
| 17.70841889 | 1 | |
| 17.52224504 | 1 | |
| 17.48939083 | 1 | |
| 17.45653662 | 1 | |
| 17.44558522 | 1 | |
| 17.37166324 | 1 | |
| 17.28405202 | 1 | |
| 17.2073922 | 1 | |
| 17.19917864 | 1 |
| Distinct | 421 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.97640589 |
| Minimum | 7.82798256 |
|---|---|
| Maximum | 38.15622122 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 7.82798256 |
|---|---|
| 5-th percentile | 13.70729024 |
| Q1 | 15.84538933 |
| median | 18.14369129 |
| Q3 | 21.24462363 |
| 95-th percentile | 27.92962365 |
| Maximum | 38.15622122 |
| Range | 30.32823866 |
| Interquartile range (IQR) | 5.399234304 |
Descriptive statistics
| Standard deviation | 4.29595518 |
|---|---|
| Coefficient of variation (CV) | 0.2263840269 |
| Kurtosis | 1.444758372 |
| Mean | 18.97640589 |
| Median Absolute Deviation (MAD) | 2.63987775 |
| Skewness | 1.033857438 |
| Sum | 8159.854532 |
| Variance | 18.45523091 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.3787005 | 2 | 0.5% |
| 17.92821543 | 2 | 0.5% |
| 16.88522433 | 2 | 0.5% |
| 17.60477285 | 2 | 0.5% |
| 20.77562327 | 2 | 0.5% |
| 15.43209877 | 2 | 0.5% |
| 15.06574142 | 2 | 0.5% |
| 16.83673469 | 2 | 0.5% |
| 15.9912469 | 2 | 0.5% |
| 16.8580357 | 1 | 0.2% |
| Other values (411) | 411 |
| Value | Count | Frequency (%) |
| 7.82798256 | 1 | |
| 11.34215501 | 1 | |
| 11.89767995 | 1 | |
| 12.15277778 | 1 | |
| 12.19118649 | 1 | |
| 12.51016451 | 1 | |
| 12.55 | 1 | |
| 12.59522161 | 1 | |
| 12.59970533 | 1 | |
| 12.80908888 | 1 |
| Value | Count | Frequency (%) |
| 38.15622122 | 1 | |
| 35.3798127 | 1 | |
| 32.37311385 | 1 | |
| 32.18364381 | 1 | |
| 31.84183143 | 1 | |
| 30.86300683 | 1 | |
| 30.7266436 | 1 | |
| 30.62925093 | 1 | |
| 30.4350907 | 1 | |
| 29.9377471 | 1 |
Sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| male | |
|---|---|
| female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.925581395 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2118 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | male |
|---|---|
| 2nd row | female |
| 3rd row | male |
| 4th row | male |
| 5th row | female |
Common Values
| Value | Count | Frequency (%) |
| male | 231 | |
| female | 199 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| male | 231 | |
| female | 199 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 629 | |
| m | 430 | |
| a | 430 | |
| l | 430 | |
| f | 199 | 9.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2118 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 629 | |
| m | 430 | |
| a | 430 | |
| l | 430 | |
| f | 199 | 9.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2118 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 629 | |
| m | 430 | |
| a | 430 | |
| l | 430 | |
| f | 199 | 9.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2118 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 629 | |
| m | 430 | |
| a | 430 | |
| l | 430 | |
| f | 199 | 9.4% |
| Distinct | 162 |
|---|---|
| Distinct (%) | 37.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148.4209302 |
| Minimum | 47.5 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 47.5 |
|---|---|
| 5-th percentile | 113.45 |
| Q1 | 138 |
| median | 150.5 |
| Q3 | 162.875 |
| 95-th percentile | 175 |
| Maximum | 190 |
| Range | 142.5 |
| Interquartile range (IQR) | 24.875 |
Descriptive statistics
| Standard deviation | 19.95652569 |
|---|---|
| Coefficient of variation (CV) | 0.1344589719 |
| Kurtosis | 2.321375344 |
| Mean | 148.4209302 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | -1.023418679 |
| Sum | 63821 |
| Variance | 398.2629175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 164 | 10 | 2.3% |
| 158 | 10 | 2.3% |
| 152 | 9 | 2.1% |
| 146 | 9 | 2.1% |
| 141 | 8 | 1.9% |
| 162 | 8 | 1.9% |
| 166 | 8 | 1.9% |
| 150 | 7 | 1.6% |
| 165 | 7 | 1.6% |
| 136 | 7 | 1.6% |
| Other values (152) | 347 |
| Value | Count | Frequency (%) |
| 47.5 | 1 | |
| 53 | 1 | |
| 83.5 | 1 | |
| 90 | 1 | |
| 94 | 1 | |
| 94.6 | 1 | |
| 95 | 1 | |
| 96.3 | 1 | |
| 103 | 1 | |
| 104 | 1 |
| Value | Count | Frequency (%) |
| 190 | 1 | 0.2% |
| 185 | 1 | 0.2% |
| 184 | 1 | 0.2% |
| 183 | 1 | 0.2% |
| 182.5 | 1 | 0.2% |
| 182 | 1 | 0.2% |
| 181.5 | 1 | 0.2% |
| 181 | 4 | |
| 180 | 2 | |
| 179.4 | 1 | 0.2% |
| Distinct | 208 |
|---|---|
| Distinct (%) | 48.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.63217442 |
| Minimum | 3.275 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 3.275 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 31.125 |
| median | 42 |
| Q3 | 55 |
| 95-th percentile | 74.165 |
| Maximum | 98 |
| Range | 94.725 |
| Interquartile range (IQR) | 23.875 |
Descriptive statistics
| Standard deviation | 17.03825773 |
|---|---|
| Coefficient of variation (CV) | 0.3904975618 |
| Kurtosis | -0.2278281279 |
| Mean | 43.63217442 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.3666633403 |
| Sum | 18761.835 |
| Variance | 290.3022263 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 12 | 2.8% |
| 33 | 10 | 2.3% |
| 55 | 9 | 2.1% |
| 53 | 7 | 1.6% |
| 37 | 7 | 1.6% |
| 56 | 7 | 1.6% |
| 39 | 7 | 1.6% |
| 47 | 6 | 1.4% |
| 36 | 6 | 1.4% |
| 34 | 6 | 1.4% |
| Other values (198) | 353 |
| Value | Count | Frequency (%) |
| 3.275 | 1 | 0.2% |
| 3.96 | 1 | 0.2% |
| 12 | 1 | 0.2% |
| 12.5 | 3 | |
| 12.7 | 1 | 0.2% |
| 14.2 | 1 | 0.2% |
| 15 | 2 | |
| 15.5 | 1 | 0.2% |
| 15.8 | 1 | 0.2% |
| 16 | 3 |
| Value | Count | Frequency (%) |
| 98 | 1 | 0.2% |
| 94.1 | 1 | 0.2% |
| 88.8 | 1 | 0.2% |
| 87 | 1 | 0.2% |
| 85.9 | 1 | 0.2% |
| 85 | 2 | |
| 83 | 1 | 0.2% |
| 80 | 1 | 0.2% |
| 78 | 3 | |
| 77.7 | 1 | 0.2% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.723255814 |
| Minimum | 2 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.142949323 |
|---|---|
| Coefficient of variation (CV) | 0.374428366 |
| Kurtosis | -0.8544752845 |
| Mean | 5.723255814 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.003872326201 |
| Sum | 2461 |
| Variance | 4.592231799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 70 | |
| 7 | 66 | |
| 5 | 65 | |
| 4 | 57 | |
| 8 | 48 | |
| 3 | 39 | |
| 9 | 37 | |
| 2 | 36 | |
| 10 | 12 | 2.8% |
| Value | Count | Frequency (%) |
| 2 | 36 | |
| 3 | 39 | |
| 4 | 57 | |
| 5 | 65 | |
| 6 | 70 | |
| 7 | 66 | |
| 8 | 48 | |
| 9 | 37 | |
| 10 | 12 | 2.8% |
| Value | Count | Frequency (%) |
| 10 | 12 | 2.8% |
| 9 | 37 | |
| 8 | 48 | |
| 7 | 66 | |
| 6 | 70 | |
| 5 | 65 | |
| 4 | 57 | |
| 3 | 39 | |
| 2 | 36 |
PediatricAppendicitisScore
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 10 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.953488372 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.986592453 |
|---|---|
| Coefficient of variation (CV) | 0.4010491807 |
| Kurtosis | -0.1516692434 |
| Mean | 4.953488372 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.4857780155 |
| Sum | 2130 |
| Variance | 3.946549574 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 91 | |
| 5 | 79 | |
| 6 | 77 | |
| 3 | 54 | |
| 2 | 45 | |
| 7 | 33 | 7.7% |
| 8 | 19 | 4.4% |
| 9 | 19 | 4.4% |
| 10 | 10 | 2.3% |
| 1 | 3 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 3 | 0.7% |
| 2 | 45 | |
| 3 | 54 | |
| 4 | 91 | |
| 5 | 79 | |
| 6 | 77 | |
| 7 | 33 | 7.7% |
| 8 | 19 | 4.4% |
| 9 | 19 | 4.4% |
| 10 | 10 | 2.3% |
| Value | Count | Frequency (%) |
| 10 | 10 | 2.3% |
| 9 | 19 | 4.4% |
| 8 | 19 | 4.4% |
| 7 | 33 | 7.7% |
| 6 | 77 | |
| 5 | 79 | |
| 4 | 91 | |
| 3 | 54 | |
| 2 | 45 | |
| 1 | 3 | 0.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 988.0 B |
| True | |
|---|---|
| False | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| True | 276 | |
| False | 152 | |
| (Missing) | 2 | 0.5% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 22.6% |
| Missing | 164 |
| Missing (%) | 38.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.713157895 |
| Minimum | 2.7 |
|---|---|
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 2.7 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| median | 7.3 |
| Q3 | 9.1 |
| 95-th percentile | 12 |
| Maximum | 17 |
| Range | 14.3 |
| Interquartile range (IQR) | 3.1 |
Descriptive statistics
| Standard deviation | 2.574918169 |
|---|---|
| Coefficient of variation (CV) | 0.3338344947 |
| Kurtosis | 0.06181936606 |
| Mean | 7.713157895 |
| Median Absolute Deviation (MAD) | 1.7 |
| Skewness | 0.5508988765 |
| Sum | 2051.7 |
| Variance | 6.630203575 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 24 | 5.6% |
| 7 | 24 | 5.6% |
| 8 | 24 | 5.6% |
| 6 | 23 | 5.3% |
| 9 | 18 | 4.2% |
| 5 | 17 | 4.0% |
| 11 | 15 | 3.5% |
| 12 | 12 | 2.8% |
| 4 | 11 | 2.6% |
| 6.5 | 7 | 1.6% |
| Other values (50) | 91 | |
| (Missing) | 164 |
| Value | Count | Frequency (%) |
| 2.7 | 1 | 0.2% |
| 2.9 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 3.5 | 1 | 0.2% |
| 3.7 | 2 | 0.5% |
| 3.8 | 1 | 0.2% |
| 4 | 11 | |
| 4.2 | 1 | 0.2% |
| 4.3 | 2 | 0.5% |
| 4.4 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 17 | 1 | 0.2% |
| 15 | 2 | 0.5% |
| 14 | 2 | 0.5% |
| 13.2 | 1 | 0.2% |
| 13 | 4 | 0.9% |
| 12 | 12 | |
| 11.8 | 1 | 0.2% |
| 11 | 15 | |
| 10.9 | 1 | 0.2% |
| 10.7 | 1 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 558.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 320 | |
| True | 110 | 25.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 988.0 B |
| True | |
|---|---|
| False | 13 |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| True | 416 | |
| False | 13 | 3.0% |
| (Missing) | 1 | 0.2% |
ReboundTenderness
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 3 |
| Missing (%) | 0.7% |
| Memory size | 988.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 280 | |
| True | 147 | |
| (Missing) | 3 | 0.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 988.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 313 | |
| True | 116 | 27.0% |
| (Missing) | 1 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 37 |
| Missing (%) | 8.6% |
| Memory size | 3.5 KiB |
| negative | |
|---|---|
| positive |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 3144 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | negative |
|---|---|
| 2nd row | negative |
| 3rd row | negative |
| 4th row | positive |
| 5th row | negative |
Common Values
| Value | Count | Frequency (%) |
| negative | 273 | |
| positive | 120 | |
| (Missing) | 37 | 8.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| negative | 273 | |
| positive | 120 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 666 | |
| i | 513 | |
| t | 393 | |
| v | 393 | |
| n | 273 | |
| g | 273 | |
| a | 273 | |
| p | 120 | 3.8% |
| o | 120 | 3.8% |
| s | 120 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3144 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 666 | |
| i | 513 | |
| t | 393 | |
| v | 393 | |
| n | 273 | |
| g | 273 | |
| a | 273 | |
| p | 120 | 3.8% |
| o | 120 | 3.8% |
| s | 120 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3144 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 666 | |
| i | 513 | |
| t | 393 | |
| v | 393 | |
| n | 273 | |
| g | 273 | |
| a | 273 | |
| p | 120 | 3.8% |
| o | 120 | 3.8% |
| s | 120 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3144 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 666 | |
| i | 513 | |
| t | 393 | |
| v | 393 | |
| n | 273 | |
| g | 273 | |
| a | 273 | |
| p | 120 | 3.8% |
| o | 120 | 3.8% |
| s | 120 | 3.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 558.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 242 | |
| False | 188 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 988.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 304 | |
| True | 125 | |
| (Missing) | 1 | 0.2% |
| Distinct | 43 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.58969697 |
| Minimum | 26.9 |
|---|---|
| Maximum | 40.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 26.9 |
|---|---|
| 5-th percentile | 36.5 |
| Q1 | 37 |
| median | 37.4 |
| Q3 | 38.2 |
| 95-th percentile | 39.2 |
| Maximum | 40.2 |
| Range | 13.3 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 0.9907314165 |
|---|---|
| Coefficient of variation (CV) | 0.02635646191 |
| Kurtosis | 30.68695987 |
| Mean | 37.58969697 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | -2.50148828 |
| Sum | 16125.98 |
| Variance | 0.9815487397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.8 | 51 | 11.9% |
| 37 | 47 | 10.9% |
| 37.2 | 45 | 10.5% |
| 37.8 | 33 | 7.7% |
| 38.2 | 24 | 5.6% |
| 37.5 | 22 | 5.1% |
| 38 | 16 | 3.7% |
| 37.4 | 15 | 3.5% |
| 38.4 | 13 | 3.0% |
| 39 | 13 | 3.0% |
| Other values (33) | 150 |
| Value | Count | Frequency (%) |
| 26.9 | 1 | 0.2% |
| 36 | 5 | 1.2% |
| 36.2 | 8 | 1.9% |
| 36.3 | 1 | 0.2% |
| 36.4 | 6 | 1.4% |
| 36.5 | 7 | 1.6% |
| 36.6 | 8 | 1.9% |
| 36.7 | 1 | 0.2% |
| 36.8 | 51 | |
| 36.9 | 4 | 0.9% |
| Value | Count | Frequency (%) |
| 40.2 | 1 | 0.2% |
| 40 | 2 | |
| 39.9 | 1 | 0.2% |
| 39.8 | 4 | |
| 39.7 | 1 | 0.2% |
| 39.6 | 1 | 0.2% |
| 39.5 | 4 | |
| 39.4 | 3 | |
| 39.3 | 2 | |
| 39.2 | 4 |
| Distinct | 173 |
|---|---|
| Distinct (%) | 40.6% |
| Missing | 4 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.42934272 |
| Minimum | 2.6 |
|---|---|
| Maximum | 33.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 2.6 |
|---|---|
| 5-th percentile | 5.7 |
| Q1 | 8.4 |
| median | 11.85 |
| Q3 | 15.8 |
| 95-th percentile | 21.85 |
| Maximum | 33.6 |
| Range | 31 |
| Interquartile range (IQR) | 7.4 |
Descriptive statistics
| Standard deviation | 5.279407992 |
|---|---|
| Coefficient of variation (CV) | 0.4247535939 |
| Kurtosis | 0.9621865857 |
| Mean | 12.42934272 |
| Median Absolute Deviation (MAD) | 3.7 |
| Skewness | 0.8698216707 |
| Sum | 5294.9 |
| Variance | 27.87214874 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 8 | 1.9% |
| 12.4 | 7 | 1.6% |
| 8.7 | 7 | 1.6% |
| 10.9 | 6 | 1.4% |
| 15 | 6 | 1.4% |
| 8.6 | 6 | 1.4% |
| 7.5 | 6 | 1.4% |
| 8.9 | 6 | 1.4% |
| 18.7 | 6 | 1.4% |
| 13.1 | 6 | 1.4% |
| Other values (163) | 362 |
| Value | Count | Frequency (%) |
| 2.6 | 1 | |
| 3.5 | 2 | |
| 4 | 1 | |
| 4.1 | 1 | |
| 4.2 | 1 | |
| 4.3 | 1 | |
| 4.4 | 1 | |
| 4.5 | 1 | |
| 4.6 | 1 | |
| 4.7 | 1 |
| Value | Count | Frequency (%) |
| 33.6 | 1 | |
| 33.3 | 1 | |
| 30.5 | 1 | |
| 29.9 | 1 | |
| 28.2 | 1 | |
| 27.5 | 1 | |
| 27.3 | 1 | |
| 25.7 | 1 | |
| 25.2 | 1 | |
| 25 | 1 |
NeutrophilPerc
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 258 |
|---|---|
| Distinct (%) | 67.0% |
| Missing | 45 |
| Missing (%) | 10.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.87350649 |
| Minimum | 27.2 |
|---|---|
| Maximum | 94.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 27.2 |
|---|---|
| 5-th percentile | 43.62 |
| Q1 | 59.1 |
| median | 74.9 |
| Q3 | 82.9 |
| 95-th percentile | 88.48 |
| Maximum | 94.1 |
| Range | 66.9 |
| Interquartile range (IQR) | 23.8 |
Descriptive statistics
| Standard deviation | 14.23848491 |
|---|---|
| Coefficient of variation (CV) | 0.2008999641 |
| Kurtosis | -0.6500872413 |
| Mean | 70.87350649 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | -0.6084973287 |
| Sum | 27286.3 |
| Variance | 202.7344525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 84 | 6 | 1.4% |
| 84.5 | 5 | 1.2% |
| 79 | 5 | 1.2% |
| 74.9 | 4 | 0.9% |
| 85.5 | 4 | 0.9% |
| 81 | 4 | 0.9% |
| 66 | 3 | 0.7% |
| 68.4 | 3 | 0.7% |
| 43.5 | 3 | 0.7% |
| 80 | 3 | 0.7% |
| Other values (248) | 345 | |
| (Missing) | 45 | 10.5% |
| Value | Count | Frequency (%) |
| 27.2 | 1 | |
| 35.1 | 1 | |
| 36.1 | 1 | |
| 38.7 | 1 | |
| 39.5 | 1 | |
| 40 | 1 | |
| 40.6 | 1 | |
| 41.1 | 1 | |
| 41.2 | 2 | |
| 41.6 | 1 |
| Value | Count | Frequency (%) |
| 94.1 | 1 | |
| 93.2 | 1 | |
| 92.4 | 1 | |
| 92.1 | 1 | |
| 91.9 | 1 | |
| 91.8 | 1 | |
| 91.6 | 1 | |
| 91.1 | 1 | |
| 90.6 | 1 | |
| 90.5 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 123 |
| Missing (%) | 28.6% |
| Memory size | 3.5 KiB |
| no | |
|---|---|
| +++ | |
| + | |
| ++ | 18 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.091205212 |
| Min length | 1 |
Characters and Unicode
| Total characters | 642 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | + |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | no |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 189 | |
| +++ | 64 | 14.9% |
| + | 36 | 8.4% |
| ++ | 18 | 4.2% |
| (Missing) | 123 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 189 | |
| 118 |
Most occurring characters
| Value | Count | Frequency (%) |
| + | 264 | |
| n | 189 | |
| o | 189 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 378 | |
| Math Symbol | 264 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 189 | |
| o | 189 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 264 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 378 | |
| Common | 264 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 189 | |
| o | 189 |
Common
| Value | Count | Frequency (%) |
| + | 264 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 642 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| + | 264 | |
| n | 189 | |
| o | 189 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 123 |
| Missing (%) | 28.6% |
| Memory size | 3.5 KiB |
| no | |
|---|---|
| + | |
| +++ | 18 |
| ++ | 10 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 1.928338762 |
| Min length | 1 |
Characters and Unicode
| Total characters | 592 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | + |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | no |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 239 | |
| + | 40 | 9.3% |
| +++ | 18 | 4.2% |
| ++ | 10 | 2.3% |
| (Missing) | 123 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 239 | |
| 68 | 22.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 239 | |
| o | 239 | |
| + | 114 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 478 | |
| Math Symbol | 114 | 19.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 239 | |
| o | 239 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 114 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 478 | |
| Common | 114 | 19.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 239 | |
| o | 239 |
Common
| Value | Count | Frequency (%) |
| + | 114 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 592 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 239 | |
| o | 239 | |
| + | 114 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 123 |
| Missing (%) | 28.6% |
| Memory size | 3.5 KiB |
| no | |
|---|---|
| + | 23 |
| ++ | 8 |
| +++ | 7 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 1.947882736 |
| Min length | 1 |
Characters and Unicode
| Total characters | 598 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | no |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 269 | |
| + | 23 | 5.3% |
| ++ | 8 | 1.9% |
| +++ | 7 | 1.6% |
| (Missing) | 123 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 269 | |
| 38 | 12.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 269 | |
| o | 269 | |
| + | 60 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 538 | |
| Math Symbol | 60 | 10.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 269 | |
| o | 269 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 60 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 538 | |
| Common | 60 | 10.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 269 | |
| o | 269 |
Common
| Value | Count | Frequency (%) |
| + | 60 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 598 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 269 | |
| o | 269 | |
| + | 60 | 10.0% |
| Distinct | 106 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 6 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.6884434 |
| Minimum | 0 |
|---|---|
| Maximum | 365 |
| Zeros | 93 |
| Zeros (%) | 21.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 7 |
| Q3 | 31.25 |
| 95-th percentile | 151.55 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range (IQR) | 30.25 |
Descriptive statistics
| Standard deviation | 56.65226461 |
|---|---|
| Coefficient of variation (CV) | 1.846045558 |
| Kurtosis | 10.6533497 |
| Mean | 30.6884434 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 3.056308507 |
| Sum | 13011.9 |
| Variance | 3209.479086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 93 | |
| 1 | 43 | 10.0% |
| 2 | 18 | 4.2% |
| 6 | 14 | 3.3% |
| 4 | 12 | 2.8% |
| 3 | 12 | 2.8% |
| 5 | 11 | 2.6% |
| 13 | 11 | 2.6% |
| 7 | 10 | 2.3% |
| 8 | 9 | 2.1% |
| Other values (96) | 191 |
| Value | Count | Frequency (%) |
| 0 | 93 | |
| 1 | 43 | |
| 2 | 18 | 4.2% |
| 3 | 12 | 2.8% |
| 4 | 12 | 2.8% |
| 5 | 11 | 2.6% |
| 6 | 14 | 3.3% |
| 6.9 | 1 | 0.2% |
| 7 | 10 | 2.3% |
| 8 | 9 | 2.1% |
| Value | Count | Frequency (%) |
| 365 | 1 | |
| 355 | 1 | |
| 339 | 1 | |
| 293 | 1 | |
| 278 | 1 | |
| 245 | 1 | |
| 236 | 1 | |
| 235 | 1 | |
| 234 | 1 | |
| 210 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 19 |
| Missing (%) | 4.4% |
| Memory size | 988.0 B |
| False | |
|---|---|
| True | 22 |
| (Missing) | 19 |
| Value | Count | Frequency (%) |
| False | 389 | |
| True | 22 | 5.1% |
| (Missing) | 19 | 4.4% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 6 |
| Missing (%) | 1.4% |
| Memory size | 3.5 KiB |
| normal | |
|---|---|
| diarrhea | |
| obstipation |
Length
| Max length | 11 |
|---|---|
| Median length | 6 |
| Mean length | 6.91745283 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2933 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | normal |
| 4th row | normal |
| 5th row | obstipation |
Common Values
| Value | Count | Frequency (%) |
| normal | 306 | |
| diarrhea | 67 | 15.6% |
| obstipation | 51 | 11.9% |
| (Missing) | 6 | 1.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| normal | 306 | |
| diarrhea | 67 | 15.8% |
| obstipation | 51 | 12.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 491 | |
| r | 440 | |
| o | 408 | |
| n | 357 | |
| m | 306 | |
| l | 306 | |
| i | 169 | 5.8% |
| t | 102 | 3.5% |
| d | 67 | 2.3% |
| h | 67 | 2.3% |
| Other values (4) | 220 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2933 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 491 | |
| r | 440 | |
| o | 408 | |
| n | 357 | |
| m | 306 | |
| l | 306 | |
| i | 169 | 5.8% |
| t | 102 | 3.5% |
| d | 67 | 2.3% |
| h | 67 | 2.3% |
| Other values (4) | 220 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2933 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 491 | |
| r | 440 | |
| o | 408 | |
| n | 357 | |
| m | 306 | |
| l | 306 | |
| i | 169 | 5.8% |
| t | 102 | 3.5% |
| d | 67 | 2.3% |
| h | 67 | 2.3% |
| Other values (4) | 220 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2933 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 491 | |
| r | 440 | |
| o | 408 | |
| n | 357 | |
| m | 306 | |
| l | 306 | |
| i | 169 | 5.8% |
| t | 102 | 3.5% |
| d | 67 | 2.3% |
| h | 67 | 2.3% |
| Other values (4) | 220 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| no | |
|---|---|
| local | |
| generalised | 15 |
Length
| Max length | 11 |
|---|---|
| Median length | 2 |
| Mean length | 3.360465116 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1445 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | local |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 265 | |
| local | 150 | |
| generalised | 15 | 3.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 265 | |
| local | 150 | |
| generalised | 15 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 415 | |
| l | 315 | |
| n | 280 | |
| a | 165 | 11.4% |
| c | 150 | 10.4% |
| e | 45 | 3.1% |
| g | 15 | 1.0% |
| r | 15 | 1.0% |
| i | 15 | 1.0% |
| s | 15 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1445 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 415 | |
| l | 315 | |
| n | 280 | |
| a | 165 | 11.4% |
| c | 150 | 10.4% |
| e | 45 | 3.1% |
| g | 15 | 1.0% |
| r | 15 | 1.0% |
| i | 15 | 1.0% |
| s | 15 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1445 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 415 | |
| l | 315 | |
| n | 280 | |
| a | 165 | 11.4% |
| c | 150 | 10.4% |
| e | 45 | 3.1% |
| g | 15 | 1.0% |
| r | 15 | 1.0% |
| i | 15 | 1.0% |
| s | 15 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1445 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 415 | |
| l | 315 | |
| n | 280 | |
| a | 165 | 11.4% |
| c | 150 | 10.4% |
| e | 45 | 3.1% |
| g | 15 | 1.0% |
| r | 15 | 1.0% |
| i | 15 | 1.0% |
| s | 15 | 1.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 17 |
| Missing (%) | 4.0% |
| Memory size | 988.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 17 |
| Value | Count | Frequency (%) |
| False | 233 | |
| True | 180 | |
| (Missing) | 17 | 4.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 288 |
| Missing (%) | 67.0% |
| Memory size | 3.5 KiB |
| intakt | |
|---|---|
| aufgehoben |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 7.436619718 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1056 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | aufgehoben |
|---|---|
| 2nd row | aufgehoben |
| 3rd row | intakt |
| 4th row | intakt |
| 5th row | aufgehoben |
Common Values
| Value | Count | Frequency (%) |
| intakt | 91 | 21.2% |
| aufgehoben | 51 | 11.9% |
| (Missing) | 288 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| intakt | 91 | |
| aufgehoben | 51 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 182 | |
| n | 142 | |
| a | 142 | |
| e | 102 | |
| i | 91 | |
| k | 91 | |
| u | 51 | 4.8% |
| f | 51 | 4.8% |
| g | 51 | 4.8% |
| h | 51 | 4.8% |
| Other values (2) | 102 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1056 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 182 | |
| n | 142 | |
| a | 142 | |
| e | 102 | |
| i | 91 | |
| k | 91 | |
| u | 51 | 4.8% |
| f | 51 | 4.8% |
| g | 51 | 4.8% |
| h | 51 | 4.8% |
| Other values (2) | 102 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1056 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 182 | |
| n | 142 | |
| a | 142 | |
| e | 102 | |
| i | 91 | |
| k | 91 | |
| u | 51 | 4.8% |
| f | 51 | 4.8% |
| g | 51 | 4.8% |
| h | 51 | 4.8% |
| Other values (2) | 102 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1056 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 182 | |
| n | 142 | |
| a | 142 | |
| e | 102 | |
| i | 91 | |
| k | 91 | |
| u | 51 | 4.8% |
| f | 51 | 4.8% |
| g | 51 | 4.8% |
| h | 51 | 4.8% |
| Other values (2) | 102 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 280 |
| Missing (%) | 65.1% |
| Memory size | 988.0 B |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 81 | 18.8% |
| True | 69 | 16.0% |
| (Missing) | 280 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 375 |
| Missing (%) | 87.2% |
| Memory size | 3.5 KiB |
| hyperperfused | |
|---|---|
| unremarkable | |
| hypoperfused |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 12.36363636 |
| Min length | 12 |
Characters and Unicode
| Total characters | 680 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | hyperperfused |
|---|---|
| 2nd row | unremarkable |
| 3rd row | hypoperfused |
| 4th row | hypoperfused |
| 5th row | unremarkable |
Common Values
| Value | Count | Frequency (%) |
| hyperperfused | 20 | 4.7% |
| unremarkable | 19 | 4.4% |
| hypoperfused | 16 | 3.7% |
| (Missing) | 375 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| hyperperfused | 20 | |
| unremarkable | 19 | |
| hypoperfused | 16 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 130 | |
| r | 94 | |
| p | 72 | |
| u | 55 | |
| a | 38 | 5.6% |
| h | 36 | 5.3% |
| y | 36 | 5.3% |
| f | 36 | 5.3% |
| s | 36 | 5.3% |
| d | 36 | 5.3% |
| Other values (6) | 111 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 680 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 130 | |
| r | 94 | |
| p | 72 | |
| u | 55 | |
| a | 38 | 5.6% |
| h | 36 | 5.3% |
| y | 36 | 5.3% |
| f | 36 | 5.3% |
| s | 36 | 5.3% |
| d | 36 | 5.3% |
| Other values (6) | 111 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 680 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 130 | |
| r | 94 | |
| p | 72 | |
| u | 55 | |
| a | 38 | 5.6% |
| h | 36 | 5.3% |
| y | 36 | 5.3% |
| f | 36 | 5.3% |
| s | 36 | 5.3% |
| d | 36 | 5.3% |
| Other values (6) | 111 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 680 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 130 | |
| r | 94 | |
| p | 72 | |
| u | 55 | |
| a | 38 | 5.6% |
| h | 36 | 5.3% |
| y | 36 | 5.3% |
| f | 36 | 5.3% |
| s | 36 | 5.3% |
| d | 36 | 5.3% |
| Other values (6) | 111 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 250 |
| Missing (%) | 58.1% |
| Memory size | 988.0 B |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 129 | |
| False | 51 | 11.9% |
| (Missing) | 250 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 265 |
| Missing (%) | 61.6% |
| Memory size | 988.0 B |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 113 | |
| False | 52 | 12.1% |
| (Missing) | 265 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 292 |
| Missing (%) | 67.9% |
| Memory size | 988.0 B |
| True | |
|---|---|
| False | 27 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 111 | 25.8% |
| False | 27 | 6.3% |
| (Missing) | 292 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 342 |
| Missing (%) | 79.5% |
| Memory size | 988.0 B |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 52 | 12.1% |
| True | 36 | 8.4% |
| (Missing) | 342 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 361 |
| Missing (%) | 84.0% |
| Memory size | 988.0 B |
| False | |
|---|---|
| True | 10 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 59 | 13.7% |
| True | 10 | 2.3% |
| (Missing) | 361 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 356 |
| Missing (%) | 82.8% |
| Memory size | 988.0 B |
| False | |
|---|---|
| True | 28 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 46 | 10.7% |
| True | 28 | 6.5% |
| (Missing) | 356 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 323 |
| Missing (%) | 75.1% |
| Memory size | 988.0 B |
| True | |
|---|---|
| False | 29 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 78 | 18.1% |
| False | 29 | 6.7% |
| (Missing) | 323 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 389 |
| Missing (%) | 90.5% |
| Memory size | 988.0 B |
| False | 22 |
|---|---|
| True | 19 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 22 | 5.1% |
| True | 19 | 4.4% |
| (Missing) | 389 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| appendicitis | |
|---|---|
| noAppendicitis |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 12.85581395 |
| Min length | 12 |
Characters and Unicode
| Total characters | 5528 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | noAppendicitis |
|---|---|
| 2nd row | appendicitis |
| 3rd row | noAppendicitis |
| 4th row | appendicitis |
| 5th row | noAppendicitis |
Common Values
| Value | Count | Frequency (%) |
| appendicitis | 246 | |
| noAppendicitis | 184 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| appendicitis | 246 | |
| noappendicitis | 184 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1290 | |
| p | 860 | |
| n | 614 | |
| e | 430 | 7.8% |
| d | 430 | 7.8% |
| c | 430 | 7.8% |
| t | 430 | 7.8% |
| s | 430 | 7.8% |
| a | 246 | 4.5% |
| o | 184 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5344 | |
| Uppercase Letter | 184 | 3.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 1290 | |
| p | 860 | |
| n | 614 | |
| e | 430 | 8.0% |
| d | 430 | 8.0% |
| c | 430 | 8.0% |
| t | 430 | 8.0% |
| s | 430 | 8.0% |
| a | 246 | 4.6% |
| o | 184 | 3.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 184 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5528 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 1290 | |
| p | 860 | |
| n | 614 | |
| e | 430 | 7.8% |
| d | 430 | 7.8% |
| c | 430 | 7.8% |
| t | 430 | 7.8% |
| s | 430 | 7.8% |
| a | 246 | 4.5% |
| o | 184 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5528 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 1290 | |
| p | 860 | |
| n | 614 | |
| e | 430 | 7.8% |
| d | 430 | 7.8% |
| c | 430 | 7.8% |
| t | 430 | 7.8% |
| s | 430 | 7.8% |
| a | 246 | 4.5% |
| o | 184 | 3.3% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Age | BMI | Sex | Height | Weight | AlvaradoScore | PediatricAppendicitisScore | AppendixOnSono | AppendixDiameter | MigratoryPain | LowerAbdominalPainRight | ReboundTenderness | CoughingPain | PsoasSign | Nausea | AppetiteLoss | BodyTemp | WBCCount | NeutrophilPerc | KetonesInUrine | ErythrocytesInUrine | WBCInUrine | CRPEntry | Dysuria | Stool | Peritonitis | FreeFluids | AppendixWallLayers | Kokarde | TissuePerfusion | SurroundingTissueReaction | PathLymphNodes | MesentricLymphadenitis | BowelWallThick | Ileus | FecalImpaction | Meteorism | Enteritis | DiagnosisByCriteria | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 12.531143 | 16.494601 | male | 159.0 | 41.7 | 7 | 5 | yes | 5.5 | no | yes | no | no | negative | yes | no | 38.7 | 13.3 | 66.0 | + | + | no | 76.0 | no | normal | no | no | aufgehoben | no | hyperperfused | yes | yes | yes | yes | no | yes | no | no | noAppendicitis |
| 1 | 12.410678 | 12.595222 | female | 152.0 | 29.1 | 8 | 8 | yes | NaN | no | yes | yes | yes | negative | yes | no | 38.8 | 14.9 | 93.2 | NaN | NaN | NaN | 10.0 | no | normal | no | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | appendicitis |
| 2 | 10.537988 | 15.991247 | male | 133.5 | 28.5 | 3 | 3 | yes | 6.0 | no | yes | no | no | negative | no | yes | 37.2 | 6.6 | 55.3 | no | no | no | 13.0 | NaN | normal | no | no | aufgehoben | yes | NaN | no | no | NaN | no | no | NaN | NaN | no | noAppendicitis |
| 3 | 10.425736 | 16.185025 | male | 146.0 | 34.5 | 4 | 3 | yes | 6.0 | no | yes | no | no | NaN | no | no | 37.0 | 12.4 | 57.9 | no | no | no | 6.0 | NaN | normal | local | no | NaN | NaN | NaN | no | no | NaN | no | no | no | no | no | appendicitis |
| 4 | 13.270363 | 20.449137 | female | 164.0 | 55.0 | 2 | 2 | yes | 6.5 | no | yes | no | no | positive | no | no | 37.2 | 4.2 | 50.6 | no | no | no | 2.0 | no | obstipation | no | no | NaN | no | NaN | yes | no | no | no | no | no | yes | no | noAppendicitis |
| 5 | 7.400411 | 15.200000 | male | 123.0 | 23.0 | 9 | 7 | yes | 7.0 | yes | yes | yes | no | negative | no | yes | 38.0 | 15.0 | 84.5 | NaN | NaN | NaN | 6.0 | NaN | obstipation | no | yes | intakt | NaN | NaN | no | no | no | no | no | no | yes | no | appendicitis |
| 6 | 13.215606 | 23.597004 | female | 171.0 | 69.0 | 3 | 3 | yes | 6.2 | yes | yes | no | no | positive | no | no | 36.2 | 6.7 | 52.7 | no | no | no | 3.0 | yes | diarrhea | no | no | intakt | no | NaN | no | no | no | NaN | NaN | NaN | NaN | NaN | noAppendicitis |
| 7 | 13.106092 | 22.070312 | female | 160.0 | 56.5 | 3 | 2 | no | NaN | no | yes | no | no | positive | no | no | 36.5 | 7.0 | 53.9 | +++ | no | + | 0.0 | no | normal | no | no | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | appendicitis |
| 8 | 11.436003 | 17.941817 | male | 153.0 | 42.0 | 6 | 6 | yes | 10.2 | yes | yes | NaN | yes | positive | no | no | 37.8 | 13.4 | 58.6 | no | no | no | 18.0 | yes | diarrhea | no | no | aufgehoben | no | NaN | yes | no | no | no | no | no | yes | NaN | appendicitis |
| 9 | 15.123888 | 23.602255 | female | 160.5 | 60.8 | 8 | 6 | yes | 7.3 | yes | yes | yes | no | NaN | yes | no | 38.7 | 13.0 | 73.0 | no | no | no | 19.0 | NaN | diarrhea | no | yes | intakt | no | NaN | no | yes | yes | no | no | no | no | no | appendicitis |
Last rows
| Age | BMI | Sex | Height | Weight | AlvaradoScore | PediatricAppendicitisScore | AppendixOnSono | AppendixDiameter | MigratoryPain | LowerAbdominalPainRight | ReboundTenderness | CoughingPain | PsoasSign | Nausea | AppetiteLoss | BodyTemp | WBCCount | NeutrophilPerc | KetonesInUrine | ErythrocytesInUrine | WBCInUrine | CRPEntry | Dysuria | Stool | Peritonitis | FreeFluids | AppendixWallLayers | Kokarde | TissuePerfusion | SurroundingTissueReaction | PathLymphNodes | MesentricLymphadenitis | BowelWallThick | Ileus | FecalImpaction | Meteorism | Enteritis | DiagnosisByCriteria | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 420 | 6.182067 | 14.863258 | male | 116.0 | 20.0 | 7 | 6 | no | NaN | no | yes | no | no | negative | yes | no | 38.9 | 17.5 | 85.5 | no | no | no | 50.0 | no | normal | local | no | NaN | NaN | NaN | NaN | yes | yes | NaN | NaN | NaN | NaN | yes | noAppendicitis |
| 421 | 10.902122 | 21.165279 | male | 145.0 | 44.5 | 5 | 6 | no | NaN | yes | yes | yes | yes | positive | yes | no | 36.4 | 9.7 | 56.2 | no | no | no | 0.0 | no | diarrhea | no | no | NaN | no | NaN | no | NaN | NaN | NaN | NaN | NaN | NaN | NaN | noAppendicitis |
| 422 | 17.199179 | 22.367347 | female | 175.0 | 68.5 | 7 | 5 | no | NaN | no | yes | no | no | positive | yes | no | 37.6 | 15.9 | 85.5 | no | +++ | no | 0.0 | yes | normal | no | no | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | yes | NaN | noAppendicitis |
| 423 | 5.418207 | 15.704719 | male | 112.0 | 19.7 | 6 | 5 | no | NaN | yes | yes | no | no | negative | no | no | 39.0 | 8.8 | 80.0 | +++ | no | no | 76.0 | no | obstipation | no | yes | NaN | NaN | NaN | NaN | NaN | NaN | yes | NaN | NaN | NaN | NaN | noAppendicitis |
| 424 | 15.488022 | 20.581591 | female | 167.0 | 57.4 | 7 | 5 | no | NaN | no | yes | yes | no | positive | no | no | 38.0 | 12.2 | 85.4 | +++ | no | no | 55.0 | no | normal | no | yes | NaN | no | NaN | NaN | NaN | NaN | NaN | NaN | NaN | yes | NaN | noAppendicitis |
| 425 | 12.147844 | 22.292563 | male | 166.5 | 61.8 | 5 | 4 | no | NaN | no | yes | no | no | negative | no | no | 38.4 | 10.3 | NaN | no | no | no | 1.0 | no | diarrhea | no | no | NaN | no | NaN | no | yes | yes | no | NaN | NaN | NaN | NaN | noAppendicitis |
| 426 | 12.528405 | 29.316297 | male | 152.3 | 68.0 | 7 | 7 | no | NaN | yes | yes | yes | yes | positive | no | no | 36.8 | 11.0 | 82.4 | NaN | NaN | NaN | 5.0 | no | normal | no | no | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | yes | NaN | NaN | noAppendicitis |
| 427 | 12.013689 | 28.906250 | male | 160.0 | 74.0 | 5 | 6 | no | NaN | yes | yes | yes | yes | NaN | yes | no | 37.0 | 7.5 | 56.3 | NaN | NaN | NaN | 1.0 | no | normal | no | no | NaN | NaN | NaN | no | no | no | NaN | NaN | NaN | yes | NaN | noAppendicitis |
| 428 | 7.739904 | 22.038188 | female | 120.5 | 32.0 | 5 | 3 | no | NaN | no | yes | yes | no | negative | no | no | 38.8 | 9.8 | 54.5 | + | + | ++ | 55.0 | no | obstipation | no | no | NaN | NaN | NaN | NaN | yes | yes | NaN | no | NaN | yes | yes | noAppendicitis |
| 429 | 10.157426 | 21.017920 | female | 142.2 | 42.5 | 9 | 6 | no | NaN | yes | yes | yes | no | negative | yes | no | 37.4 | 15.0 | 72.5 | no | no | no | 2.0 | NaN | NaN | no | no | NaN | no | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | noAppendicitis |